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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCNB1IP1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
47.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
111.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
104.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
101.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
99.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
99.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
94.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
92.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
92.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
91.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
90.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
89.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
85.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
85.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
81.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
79.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
78.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
78.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
78.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
77.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
77.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
76.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
76.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
74.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
74.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
73.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
73.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
70.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
70.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
70.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
69.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
68.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
68.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
68.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
67.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
66.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
66.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
65.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
65.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
65.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
65.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
65.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
65.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
65.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
64.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
63.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
62.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
62.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
62.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
61.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
61.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
61.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
61.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
60.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
59.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
59.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
58.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
58.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
58.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
58.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
57.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
57.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
57.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
56.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
56.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
56.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
55.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
55.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
55.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
55.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
55.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
55.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
54.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
54.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
54.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
53.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
53.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
53.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
53.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
52.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
52.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
52.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
51.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
51.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
51.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
51.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
51.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
51.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
50.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
50.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
50.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
50.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
49.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
49.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
49.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
49.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
49.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
48.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
48.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
48.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
48.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
48.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
48.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
48.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
48.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
48.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
47.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
47.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
47.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
47.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
47.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
47.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
46.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
46.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
46.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
46.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
46.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
46.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
46.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
45.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
45.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
45.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
45.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
45.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
44.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
44.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
44.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
43.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
43.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
42.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
42.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
42.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
42.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
41.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
41.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
41.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
41.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
40.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
40.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
40.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
40.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
39.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
39.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
39.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
39.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
39.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
39.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
39.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
39.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
38.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
38.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
38.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
34.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
33.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
32.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
31.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCNB1IP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.2
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
113.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
84.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
84.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
74.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
74.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
73.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
68.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
68.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
68.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
65.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
65.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
61.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
60.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
60.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
60.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
60.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
58.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
57.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
57.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
56.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
55.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
55.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
55.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
54.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
54.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
54.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
53.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
53.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
53.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
53.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
52.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
52.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
52.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
52.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
52.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
51.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
51.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
51.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
51.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
51.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
50.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
50.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
49.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
49.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
49.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
49.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
48.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
48.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
47.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
46.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
46.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
46.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
46.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
46.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
46.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
45.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
45.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
45.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
45.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
45.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
44.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
44.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
44.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
44.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
43.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
43.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
43.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
43.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
43.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
42.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
42.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
42.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
42.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
42.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
42.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
41.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
41.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
41.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
41.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
41.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
41.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
40.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
39.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
39.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
39.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
39.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
38.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
37.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
37.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
35.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
35.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
35.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCNB1IP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
151.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
125.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
100.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
76.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
74.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
73.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
73.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
68.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
68.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
68.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
66.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
64.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
64.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
64.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
63.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
60.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
59.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
59.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
59.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
58.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
58.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
56.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
56.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
55.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
55.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
55.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
54.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
54.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
53.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
52.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
52.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
52.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
51.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
50.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
49.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
49.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
48.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
48.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
48.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
48.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
48.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
46.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
44.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
44.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
44.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
44.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
44.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
43.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
43.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
43.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
43.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
42.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
41.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
38.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
36.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
36.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
31.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCNB1IP1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.3
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
76.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
72.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
63.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
63.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
59.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
57.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
55.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
54.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
54.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
50.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
49.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
47.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
46.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
46.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
45.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
45.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
45.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
45.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
44.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
43.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
42.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
41.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
40.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
39.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
